diff --git a/medcat-trainer/client/pyproject.toml b/medcat-trainer/client/pyproject.toml
index f6f581e15..13e69cbfa 100644
--- a/medcat-trainer/client/pyproject.toml
+++ b/medcat-trainer/client/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "medcattrainer-client"
-version = "1.1.0"
+version = "1.2.0"
 description = "Python client for interacting with a MedCATTrainer instance"
 readme = "client/README.md"
 requires-python = ">=3.10"
diff --git a/medcat-trainer/docker-compose-prod.yml b/medcat-trainer/docker-compose-prod.yml
index 2a7f007ce..308ad0382 100644
--- a/medcat-trainer/docker-compose-prod.yml
+++ b/medcat-trainer/docker-compose-prod.yml
@@ -5,7 +5,7 @@ services:
     container_name: medcattrainer
     hostname: medcat
     restart: always
-    image: cogstacksystems/medcat-trainer:v2.23.1
+    image: cogstacksystems/medcat-trainer:v3.1.0
     volumes:
       - api-media:/home/api/media
       - api-static:/home/api/static
@@ -16,7 +16,7 @@ services:
     env_file:
       - ./envs/env-prod
     environment:
-      - MCT_VERSION=v2.23.1
+      - MCT_VERSION=v3.1.0
     command: /usr/bin/supervisord -c /etc/supervisord.conf
 
   nginx:
@@ -47,7 +47,7 @@ services:
     volumes:
       - solr-data:/var/solr
     command:
-      - -cloud  # solr cloud launches
+      - -cloud # solr cloud launches
 
 volumes:
   api-media:
diff --git a/medcat-trainer/docker-compose.yml b/medcat-trainer/docker-compose.yml
index 27d494a4d..1d997993c 100644
--- a/medcat-trainer/docker-compose.yml
+++ b/medcat-trainer/docker-compose.yml
@@ -4,7 +4,7 @@
 services:
   # medattrainer services
   medcattrainer:
-    image: cogstacksystems/medcat-trainer:v2.23.1
+    image: cogstacksystems/medcat-trainer:v3.1.0
     restart: always
     volumes:
       - api-media:/home/api/media
@@ -16,7 +16,7 @@ services:
     env_file:
       - ./envs/env
     environment:
-      - MCT_VERSION=v2.23.1
+      - MCT_VERSION=v3.1.0
     command: /usr/bin/supervisord -c /etc/supervisord.conf
 
   nginx: